kapynDev Tools

Multi-tenant LLM analytics with row-level security: How we built a secure agent on AWS

PAR built a secure multi-tenant LLM analytics system using AWS. This system enforces row-level security via cryptographic signing, semantic validation on Amazon Bedrock, and programmatic data isolation with Split-Plane SQL. This approach mitigates cross-tenant data exposure risks, even if the LLM is compromised.

AWS ML Blog·Jun 29, 2026

Opening Kapyn…